The email sat in David's inbox, the subject line a brutal punch to the gut: "Plagiarism Allegation." He hadn’t touched his coffee all morning. He thought about deleting it, but the red dot signifying an unread message glared back at him. It was a digital stain. He felt a profound sense of isolation.

He wanted to scream, to lash out, to somehow explain the circumstances that had led to this. Instead, he just stared out the window at the vibrant campus, the carefree students, a world now completely separate from his own.

He found himself wandering the library, unable to concentrate, the books on the shelves mocking him with their wisdom and his own inadequacy. He left without taking a single one.

Emotion: ashamed

Cluster: Shame / Guilt
PC1 (Valence): -1.97 Negative
PC2 (Disposition): 1.06

Role in Research

This story is one of 1,000 stories generated for the emotion ashamed. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 ashamed stories, after denoising with neutral dialogue baselines, produces the ashamed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the ashamed vector is projected through the unembedding matrix.

Promoted:
S0.376
ashamed0.344
ness0.327
0.297
😞0.295
Suppressed:
de-0.539
que-0.300
😍-0.288
(!)-0.269
🤩-0.242